文章基本信息

标题：The DREM Approach for Chaotic Oscillators Parameter Estimation with Improved Performance
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作者：Vladislav S. Gromov ; Oleg I. Borisov ; Anton A. Pyrkin 等
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2017
卷号：50
期号：1
页码：7027-7031
DOI：10.1016/j.ifacol.2017.08.1347
语种：English
出版社：Elsevier
摘要：AbstractIn this paper we address the problem of parameter estimation performance enhancement for Duffing-like chaotic oscillator with parametric uncertainties. The Dynamic Regressor Extension and Mixing (DREM) approach, which has been recently proposed by the authors, is proven to be a powerful tool in transients improvement; however, it was never applied before for chaotic systems. Here we elaborate on how the DREM approach can be applied for the parameter reconstruction problem of chaotic signal generator used in the data transmitting scenario. The set of numerical examples illustrates the benefits of the proposed approach.
关键词：KeywordsObserversTransmittersChaotic behavior